Yes, I used Home depot PL Premium Polyurethane Construction adhesive.
Apply a thin coat, put wood on top and added the weight set to improve the bond.
Kenny,
It's going to be a Woodie, and I really do not enjoy working with fiberglass. I did the construction you mentioned on a topper for my F150 over 20 years ago. It work, but really hate the clean up. Other than being bulky, I could lift the topper by my self, and I'm no heavy weight lifter.

Wolfgang